I just found this out after swapping rocket parts for the first time. Materials used for the previous part when selected for swapping do not drop to the ground as expected. Canceling the new item to see if the materials drop doesn't work either.
Build rocket platform and any rocket part and swap it to a different part. Notice that the previous materials used for constructing the previous part don't show up and are just removed from the game.